Pix2pix3D synthesizes controllable photorealistic images from different viewpoints given a 2D label map, such as a segmentation or edge map.

https://github.com/dunbar12138/pix2pix3D

#deeplearning #pix2pix

GitHub - dunbar12138/pix2pix3D: pix2pix3D: Generating 3D Objects from 2D User Inputs

pix2pix3D: Generating 3D Objects from 2D User Inputs - GitHub - dunbar12138/pix2pix3D: pix2pix3D: Generating 3D Objects from 2D User Inputs

GitHub

Pix2pix3D synthesizes controllable photorealistic images from different viewpoints given a 2D label map, such as a segmentation or edge map.

https://github.com/dunbar12138/pix2pix3D

#deeplearning #pix2pix

GitHub - dunbar12138/pix2pix3D: pix2pix3D: Generating 3D Objects from 2D User Inputs

pix2pix3D: Generating 3D Objects from 2D User Inputs - GitHub - dunbar12138/pix2pix3D: pix2pix3D: Generating 3D Objects from 2D User Inputs

GitHub
GitHub - MichalGeyer/plug-and-play: Official Pytorch Implementation for “Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation”

Official Pytorch Implementation for “Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation” - GitHub - MichalGeyer/plug-and-play: Official Pytorch Implementation for “Plug-and...

GitHub
@[email protected] @[email protected] @[email protected] @[email protected] @[email protected] 2017 is when things got serious. I totally missed out on #DCGAN - maybe it was because I lacked the necessary hardware to train my own models. So #pix2pix became my door to the world of #GANs. I started with some next-frame-prediction experiments.
https://twitter.com/quasimondo/status/817382760037945344?s=20
Mario Klingemann on Twitter

“Here's what happens if you badly train a neural network to predict the next frame in a video and give it a still image to start with: https://t.co/tVVH3qWz37”

Twitter
Both models are shallow ResNets derived from #Pix2PixHD. I first tried #pix2pix UNets, but there the models learned to cheat very quickly and just abused the first skip connection to pass the information almost uncompressed.

Good stuff: Body Soup by Scott Eaton

https://www.youtube.com/watch?v=TN7Ydx9ygPo

#pix2pix #ml

Artist+AI Lecture: Figures and Form

YouTube
Image-to-Image Demo - Affine Layer

Bless the neural network technology for letting us draw cats...

https://affinelayer.com/pixsrv/index.html

#nn #edges2cats #pix2pix #neuralnetworks #imageprocessing

Image-to-Image Demo - Affine Layer